Habitat Suitability Report
Inputs
- Species: Gray seal (Halichoerus grypus)
- Thinning: Thinned observations
- Ratio: All pseudo-absence/background points
- Spatial extent: Full extent
- Covariates used: all covariates (u and v become vel_mag)
- Metrics: evaluated using true skill staistic (tss) and area under the receiver operator curve (roc_auc)
- Observations:
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9982945 | 0.9822097 | 0.7096832 |
| bt | 0.9616774 | 0.7862493 | 0.5088437 |
| maxnet | 0.9102796 | 0.7312734 | NA |
| gam | 0.8255083 | 0.5385233 | -0.2949016 |
| glm | 0.8317616 | 0.5901552 | 0.1677956 |
Variable Importance
Partial Dependence
